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Table 2 The average recognition rates of the networks using different distance measures on the AR database

From: Noise-resistant network: a deep-learning method for face recognition under noise

 

BN2

BN1

NR-Network

Chi-square distance

0.8079

0.8187

0.8212

Histogram Intersection

0.8138

0.8243

0.8314

Modified G-statistics

0.8147

0.8207

0.8224

Pearson Correlation Coefficient

0.8234

0.8368

0.8514

Euclidean Distance

0.8157

0.8350

0.8509

Cosine Distance

0.8274

0.8414

0.8523